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Deep Learning(CS7015): Lec 10.1 One-hot representations of words
Deep Learning(CS7015): Lec 10.3 SVD for learning word representations
Deep Learning(CS7015): Lec 10.9 Evaluating word representations
Deep Learning(CS7015): Lec 10.2 Distributed Representations of words
Deep Learning(CS7015): Lec 10.4 Continuous bag of words model
Deep Learning(CS7015): Lec 10.5 Skip-gram model
Deep Learning(CS7015): Lec 10.10 Relation between SVD and Word2Vec
Deep Learning(CS7015): Lec 4.3 Output functions and Loss functions
Deep Learning(CS7015): Lec 12.10 Fooling Deep Convolutional Neural Networks
Deep Learning(CS7015): Lec 10.5 (Part-2) Skip-gram model (Contd.)
Deep Learning(CS7015): Lec 14.2 Long Short Term Memory(LSTM) and Gated Recurrent Units(GRUs)
Deep Learning(CS7015): Lec 10.8 GloVe representations